{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0e7bfccc",
   "metadata": {},
   "source": [
    "---\n",
    "* 时间:2023/10/11\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4f6737a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1.本周内容（动态加载Ajax）数据获取\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ae4023c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "from requests_html import HTMLSession\n",
    "\n",
    "session = HTMLSession()\n",
    "\n",
    "r = session.post(\"https://www.liepin.com/\")\n",
    "# # 通过CSS找到新闻标签\n",
    "# news = r.html.find('ul.list-ul > li') find找不到因为页面不是css页面\n",
    "\n",
    "# for new in news:\n",
    "#     print(new.text)  # 获得新闻标题\n",
    "#     print(new.absolute_links)  # 获得新闻链接"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b9f702f9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r = session.post('https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job')\n",
    "r.status_code\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "fceb6e61",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 0, 'code': '-1400', 'msg': '出错了（400）！'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e985948a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_6) AppleWebKit/603.3.8 (KHTML, like Gecko) Version/10.1.2 Safari/603.3.8', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': '*/*', 'Connection': 'keep-alive', 'Cookie': 'XSRF-TOKEN=zPzPEsFyTf-HcKL5TFgRsQ; __gc_id=512312bc73494efd893fcf1fa2690dd4', 'Content-Length': '0'}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.request.headers"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9c2b898",
   "metadata": {},
   "source": [
    "* 无法请求数据的原因：\n",
    "> 1.模拟真实用户代理\n",
    "> 2.提供请求参数（类比api）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b865bef",
   "metadata": {},
   "outputs": [],
   "source": [
    "liepin_headers = {\n",
    "\t\"Accept\": \"application/json, text/plain, */*\",\n",
    "\t\"Accept-Encoding\": \"gzip, deflate, br\",\n",
    "\t\"Accept-Language\": \"zh-CN,zh;q=0.9\",\n",
    "\t\"Connection\": \"keep-alive\",\n",
    "\t\"Content-Length\": \"487\",\n",
    "\t\"Content-Type\": \"application/json;charset=UTF-8;\",\n",
    "\t\"Cookie\": \"XSRF-TOKEN=zIARnRM0QQaLudJk_4OBXw; __gc_id=e936feed5bd343e5a73b304fa0d4ad5f; _ga=GA1.1.504776059.1697021947; __uuid=1697021948310.51; __tlog=1697021948354.48%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1697021951; acw_tc=2760828416970219810274366e53a098388abcfc886c89f5cbf2332344893f; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1697021975; __session_seq=4; __uv_seq=4; __tlg_event_seq=24; _ga_54YTJKWN86=GS1.1.1697021946.1.1.1697023027.0.0.0\",\n",
    "\t\"Host\": \"api-c.liepin.com\",\n",
    "\t\"Origin\": \"https://www.liepin.com\",\n",
    "\t\"Referer\": \"https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&ckId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&scene=condition&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&sfrom=search_job_pc&suggestId=\",\n",
    "\t\"Sec-Fetch-Dest\": \"empty\",\n",
    "\t\"Sec-Fetch-Mode\": \"cors\",\n",
    "\t\"Sec-Fetch-Site\": \"same-site\",\n",
    "\t\"User-Agent\": \"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.122 Safari/537.36\",\n",
    "\t\"X-Client-Type\": \"web\",\n",
    "\t\"X-Fscp-Bi-Stat\": \"{\\\"location\\\": \\\"https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&ckId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&scene=condition&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&sfrom=search_job_pc&suggestId=\\\"}\",\n",
    "\t\"X-Fscp-Fe-Version\": \"\",\n",
    "\t\"X-Fscp-Std-Info\": \"{\\\"client_id\\\": \\\"40108\\\"}\",\n",
    "\t\"X-Fscp-Trace-Id\": \"187c89d1-ed19-48b2-99fe-85ceeb116589\",\n",
    "\t\"X-Fscp-Version\": \"1.1\",\n",
    "\t\"X-Requested-With\": \"XMLHttpRequest\",\n",
    "\t\"X-XSRF-TOKEN\": \"zIARnRM0QQaLudJk_4OBXw\"\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "4218a6aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "liepin_headers = {\n",
    "    \"Accept\": \"application/json, text/plain, */*\",\n",
    "  \"Accept-Encoding\": \"gzip, deflate, br\",\n",
    "  \"Accept-Language\": \"zh-CN,zh;q=0.9\",\n",
    "  \"Connection\": \"keep-alive\",\n",
    "  \"Content-Length\": \"487\",\n",
    "  \"Content-Type\": \"application/json;charset=UTF-8\",\n",
    "  \"Cookie\": \"inited_user=f3fb0c9120d860a9de762f4637b2f8fd; __gc_id=7ac98595469945e79f7add52fe341693; _ga=GA1.1.1515011332.1681903691; __uuid=1681903691703.86; need_bind_tel=false; c_flag=a72838d40c64dd08f5c5140054978407; XSRF-TOKEN=TBgq94dVSnqYpf5Nl5CcEw; __tlog=1697023708796.70%7C00000000%7C00000000%7Cs_o_004%7Cs_o_004; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1697023709; access_system=C; user_roles=0; user_photo=5f8fa3bc8dbe6273dcf85e5e08u.png; user_name=%E9%99%88%E7%87%95; new_user=false; inited_user=f3fb0c9120d860a9de762f4637b2f8fd; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imId=77cca5dbe480f7bf22e9a2d797669680; imId_0=77cca5dbe480f7bf22e9a2d797669680; imClientId=77cca5dbe480f7bfc97036bd4a77c085; imClientId_0=77cca5dbe480f7bfc97036bd4a77c085; imApp_0=1; fe_im_socketSequence_new_0=3_3_3; fe_im_opened_pages=; fe_im_connectJson_0=%7B%220_43399638d8ed60e241344312b1f2ca2b%22%3A%7B%22socketConnect%22%3A%222%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1697076168; __tlg_event_seq=42; _ga_54YTJKWN86=GS1.1.1697083858.6.1.1697083859.0.0.0; __session_seq=8; __uv_seq=2\",\n",
    "  \"Host\": \"api-c.liepin.com\",\n",
    "  \"Origin\": \"https://www.liepin.com\",\n",
    "  \"Referer\": \"https://www.liepin.com/zhaopin/?city=050090&dq=050090&pubTime=&currentPage=0&pageSize=40&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&workYearCode=&compId=&compName=&compTag=&industry=&salary=&jobKind=&compScale=&compKind=&compStage=&eduLevel=&otherCity=&ckId=c42ocisajxd5g0tydtaedw102hsfzmc9&scene=condition&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=c42ocisajxd5g0tydtaedw102hsfzmc9&sfrom=search_job_pc&suggestId=\",\n",
    "  \"User-Agent\": \"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.25 Safari/537.36 Core/1.70.3880.400 QQBrowser/10.8.4554.400\",\n",
    "  \"X-Client-Type\": \"web\",\n",
    "  \"X-Fscp-Bi-Stat\": \"{\\\"location\\\": \\\"https://www.liepin.com/zhaopin/?city=050090&dq=050090&pubTime=&currentPage=0&pageSize=40&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&workYearCode=&compId=&compName=&compTag=&industry=&salary=&jobKind=&compScale=&compKind=&compStage=&eduLevel=&otherCity=&ckId=c42ocisajxd5g0tydtaedw102hsfzmc9&scene=condition&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=c42ocisajxd5g0tydtaedw102hsfzmc9&sfrom=search_job_pc&suggestId=\\\"}\",\n",
    "  \"X-Fscp-Fe-Version\": \"\",\n",
    "  \"X-Fscp-Std-Info\": \"{\\\"client_id\\\": \\\"40108\\\"}\",#容易出错的\\\n",
    "  \"X-Fscp-Trace-Id\": \"5450f301-790c-47da-8988-2f3a70ce2b2f\",\n",
    "  \"X-Fscp-Version\": \"1.1\",\n",
    "  \"X-Requested-With\": \"XMLHttpRequest\",\n",
    "  \"X-XSRF-TOKEN\": \"TBgq94dVSnqYpf5Nl5CcEw\"\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "b3c25b23",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\n",
    "    \"data\": {\n",
    "    \"mainSearchPcConditionForm\": {\n",
    "      \"city\": \"050090\",\n",
    "      \"dq\": \"050090\",\n",
    "      \"pubTime\": \"\",\n",
    "      \"currentPage\": \"0\",\n",
    "      \"pageSize\": 40,\n",
    "      \"key\": \"产品经理\",\n",
    "      \"compId\": \"\",\n",
    "      \"compName\": \"\",\n",
    "      \"compTag\": \"\",\n",
    "      \"industry\": \"\",\n",
    "      \"salary\": \"\",\n",
    "      \"jobKind\": \"\",\n",
    "      \"compScale\": \"\",\n",
    "      \"compKind\": \"\",\n",
    "      \"compStage\": \"\",\n",
    "      \"eduLevel\": \"\",\n",
    "      \"suggestTag\": \"None\",\n",
    "      \"workYearCode\": \"\"\n",
    "    },\n",
    "        \"passThroughForm\": {\n",
    "    \"scene\": \"condition\",\n",
    "    \"skId\": \"ivno6kcwipacskfr03lobo0niuq84ilb\",\n",
    "    \"ckId\": \"ltwlu0z1aywcwfl5bqhxnl60e0xooe19\",\n",
    "    \"fkId\": \"c42ocisajxd5g0tydtaedw102hsfzmc9\",\n",
    "    \"suggest\": None\n",
    "        }\n",
    "  }\n",
    "}\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "7447f50a",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "import json\n",
    "r = session.post(\n",
    "    url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job',\n",
    "    data = json.dumps(payload),#post请求带的参数\n",
    "    headers = liepin_headers # 模拟真实用户\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "ab145f02",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'jobCardList': [{'dataInfo': '%7B%22jobId%22%3A%2262006783%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22ivno6kcwipacskfr03lobo0niuq84ilb%22%2C%22fkId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'recruiter': {'recruiterPhoto': '63f30e140cbad1022010155d06u.jpeg',\n",
       "      'imId': '29680576b98cc6e7966d2c65245014c5',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈先生',\n",
       "      'recruiterTitle': '硬科技行业招聘负责人',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '88346fad5354e50f96a8e66d8fbbbfcb'},\n",
       "     'comp': {'compId': 9812461,\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '63ec8bd5602f3e26bf895b8504u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'compName': 'Wisest Talent',\n",
       "      'compIndustry': '人力资源服务',\n",
       "      'link': 'https://www.liepin.com/company/9812461/'},\n",
       "     'dataParams': '{\"recruiterPhoto\":\"63f30e140cbad1022010155d06u.jpeg\",\"userId\":\"88346fad5354e50f96a8e66d8fbbbfcb\",\"jobId\":\"62006783\",\"jobKind\":\"2\",\"imId\":\"29680576b98cc6e7966d2c65245014c5\",\"imUserType\":\"2\",\"recruiterName\":\"陈先生\"}',\n",
       "     'job': {'labels': ['AI人工智能产品',\n",
       "       '硬件产品',\n",
       "       '数据产品',\n",
       "       '人工智能',\n",
       "       '硬件系统集成',\n",
       "       '产品设计',\n",
       "       '产品优化',\n",
       "       '产品规划',\n",
       "       '竞品分析',\n",
       "       '流程设计'],\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&ckId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'topJob': True,\n",
       "      'title': '高级产品经理（AI大模型方向）',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'jobId': '62006783',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231007134459',\n",
       "      'dq': '深圳-南山区',\n",
       "      'salary': '30-60k·14薪',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1962006783.shtml',\n",
       "      'advViewFlag': True,\n",
       "      'requireEduLevel': '统招本科'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2261064197%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22ivno6kcwipacskfr03lobo0niuq84ilb%22%2C%22fkId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'recruiter': {'recruiterPhoto': '5f8f986bdfb13a7dee342f2108u.jpg',\n",
       "      'imId': 'b492e90658491eaae780be9e721bd5b9',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '熊先生',\n",
       "      'recruiterTitle': 'HRBP',\n",
       "      'chatted': False,\n",
       "      'recruiterId': 'f132ee4b0d2e9d2f6bfdf288122d54e5'},\n",
       "     'comp': {'compId': 12331203,\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '625e575536b7b736d2bf860a04u.png',\n",
       "      'compScale': '10000人以上',\n",
       "      'compName': '荣耀终端',\n",
       "      'compIndustry': '通信设备',\n",
       "      'link': 'https://www.liepin.com/company/12331203/'},\n",
       "     'dataParams': '{\"recruiterPhoto\":\"5f8f986bdfb13a7dee342f2108u.jpg\",\"userId\":\"f132ee4b0d2e9d2f6bfdf288122d54e5\",\"jobId\":\"61064197\",\"jobKind\":\"2\",\"imId\":\"b492e90658491eaae780be9e721bd5b9\",\"imUserType\":\"2\",\"recruiterName\":\"熊先生\"}',\n",
       "     'job': {'labels': ['人工智能', '产品设计', '产品规划'],\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&ckId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'topJob': True,\n",
       "      'title': '智能客服产品经理',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'jobId': '61064197',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230919185537',\n",
       "      'dq': '深圳-福田区',\n",
       "      'salary': '20-30k·16薪',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1961064197.shtml',\n",
       "      'advViewFlag': True,\n",
       "      'requireEduLevel': '本科'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2262090485%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22ivno6kcwipacskfr03lobo0niuq84ilb%22%2C%22fkId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'recruiter': {'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'imId': '69764257b9c195d54f291cecbb89c1d2',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '朱女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'chatted': False,\n",
       "      'recruiterId': 'b9cea00180e563e90d4816b90e9ea520'},\n",
       "     'comp': {'compId': 9314301,\n",
       "      'compLogo': '601114407712265ad007e35206u.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'compName': '企知道网络技术有限公司',\n",
       "      'compIndustry': '云计算/大数据',\n",
       "      'link': 'https://www.liepin.com/company/9314301/'},\n",
       "     'dataParams': '{\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\",\"userId\":\"b9cea00180e563e90d4816b90e9ea520\",\"jobId\":\"62090485\",\"jobKind\":\"2\",\"imId\":\"69764257b9c195d54f291cecbb89c1d2\",\"imUserType\":\"2\",\"recruiterName\":\"朱女士\"}',\n",
       "     'job': {'labels': ['B端产品', '科创金融'],\n",
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       "      'link': 'https://www.liepin.com/job/1958208343.shtml',\n",
       "      'advViewFlag': False,\n",
       "      'requireEduLevel': '统招本科'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2249034385%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22ivno6kcwipacskfr03lobo0niuq84ilb%22%2C%22fkId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'recruiter': {'recruiterPhoto': '619300c394769f74044e3b7908u.jpg',\n",
       "      'imId': '028b3e8302ac6a76fbc645f98a948c5b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '颜女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'chatted': False,\n",
       "      'recruiterId': 'c5ef68a3d93d003709bb7f3e75625c3e'},\n",
       "     'comp': {'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '1-49人',\n",
       "      'compName': '某深圳电子/半导体/集成电路公司',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'link': ''},\n",
       "     'dataParams': '{\"recruiterPhoto\":\"619300c394769f74044e3b7908u.jpg\",\"userId\":\"c5ef68a3d93d003709bb7f3e75625c3e\",\"jobId\":\"49034385\",\"jobKind\":\"1\",\"imId\":\"028b3e8302ac6a76fbc645f98a948c5b\",\"imUserType\":\"2\",\"recruiterName\":\"颜女士\"}',\n",
       "     'job': {'labels': ['FAE推广经验', 'MCU FLASH 马达驱动', '产品经理'],\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&ckId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&sfrom=search_job_pc&curPage=0&pageSize=40&index=37',\n",
       "      'topJob': False,\n",
       "      'title': '芯片PM/产品经理',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'jobId': '49034385',\n",
       "      'jobKind': '1',\n",
       "      'refreshTime': '20230831114656',\n",
       "      'dq': '深圳-宝安区',\n",
       "      'salary': '15-30k·13薪',\n",
       "      'link': 'https://www.liepin.com/a/49034385.shtml',\n",
       "      'advViewFlag': False,\n",
       "      'requireEduLevel': '本科'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2260686811%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22ivno6kcwipacskfr03lobo0niuq84ilb%22%2C%22fkId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'recruiter': {'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg',\n",
       "      'imId': '7b0110f1d286b2a7acd19bcabb3b6f15',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '贾女士',\n",
       "      'recruiterTitle': 'HR招聘',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '6fdaf3efbffc15fb9a1b372cd0d54045'},\n",
       "     'comp': {'compId': 7977355,\n",
       "      'compStage': '沪深A股上市',\n",
       "      'compLogo': '5bfe9c1474719df0ac9a24de03a.png',\n",
       "      'compScale': '100-499人',\n",
       "      'compName': '福建睿能科技',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'link': 'https://www.liepin.com/company/7977355/'},\n",
       "     'dataParams': '{\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\",\"userId\":\"6fdaf3efbffc15fb9a1b372cd0d54045\",\"jobId\":\"60686811\",\"jobKind\":\"2\",\"imId\":\"7b0110f1d286b2a7acd19bcabb3b6f15\",\"imUserType\":\"2\",\"recruiterName\":\"贾女士\"}',\n",
       "     'job': {'labels': [],\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&ckId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&sfrom=search_job_pc&curPage=0&pageSize=40&index=38',\n",
       "      'topJob': False,\n",
       "      'title': '产品经理PM（国产线--华润微、芯朋微等）',\n",
       "      'requireWorkYears': '5-10年',\n",
       "      'jobId': '60686811',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20231007173843',\n",
       "      'dq': '深圳-福田区',\n",
       "      'salary': '15-25k·18薪',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1960686811.shtml',\n",
       "      'advViewFlag': False,\n",
       "      'requireEduLevel': '本科'}},\n",
       "    {'dataInfo': '%7B%22jobId%22%3A%2258176355%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22ivno6kcwipacskfr03lobo0niuq84ilb%22%2C%22fkId%22%3A%22ltwlu0z1aywcwfl5bqhxnl60e0xooe19%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%7D',\n",
       "     'recruiter': {'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg',\n",
       "      'imId': 'acc2df4b1588c213b74007bb53955074',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '缪女士',\n",
       "      'recruiterTitle': '人事经理',\n",
       "      'chatted': False,\n",
       "      'recruiterId': '03d7bbf45f592b5e491bc7a716e5d09f'},\n",
       "     'comp': {'compId': 9196023,\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '5bfe949074719dc6ed73f25e03a.png',\n",
       "      'compScale': '100-499人',\n",
       "      'compName': '苏州达亚电子有限公司',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'link': 'https://www.liepin.com/company/9196023/'},\n",
       "     'dataParams': '{\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\",\"userId\":\"03d7bbf45f592b5e491bc7a716e5d09f\",\"jobId\":\"58176355\",\"jobKind\":\"2\",\"imId\":\"acc2df4b1588c213b74007bb53955074\",\"imUserType\":\"2\",\"recruiterName\":\"缪女士\"}',\n",
       "     'job': {'labels': ['客户端产品',\n",
       "       '定价/竞价产品',\n",
       "       '策略产品',\n",
       "       '电子/半导体/集成电路',\n",
       "       '需求挖掘',\n",
       "       '用户研究',\n",
       "       '团队管理'],\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=ivno6kcwipacskfr03lobo0niuq84ilb&fkId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&ckId=ltwlu0z1aywcwfl5bqhxnl60e0xooe19&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'topJob': False,\n",
       "      'title': '产品经理（pm）深圳',\n",
       "      'requireWorkYears': '3-5年',\n",
       "      'jobId': '58176355',\n",
       "      'jobKind': '2',\n",
       "      'refreshTime': '20230427102409',\n",
       "      'dq': '深圳',\n",
       "      'salary': '12-20k',\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'link': 'https://www.liepin.com/job/1958176355.shtml',\n",
       "      'advViewFlag': False,\n",
       "      'requireEduLevel': '本科'}}],\n",
       "   'compList': []},\n",
       "  'passThroughData': {'ckId': 'ltwlu0z1aywcwfl5bqhxnl60e0xooe19',\n",
       "   'scene': 'condition',\n",
       "   'skId': 'ivno6kcwipacskfr03lobo0niuq84ilb',\n",
       "   'fkId': 'ltwlu0z1aywcwfl5bqhxnl60e0xooe19',\n",
       "   'sfrom': 'search_job_pc'},\n",
       "  'pagination': {'totalPage': 10,\n",
       "   'currentPage': 0,\n",
       "   'pageSize': 40,\n",
       "   'totalCounts': 806,\n",
       "   'hasNext': False}}}"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "liepin_data = r.json()\n",
    "liepin_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c701aed2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "35e667d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 关于liepin核心参数的详细信息获取（帮助我们后续的分类查询）\n",
    "r = "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
